Larson joined Panhandle Eastern Pipe Line Co. (the former parent of Anadarko) in 1981 as assistant director of taxes. In 1983, he was named assistant controller of Anadarko and was promoted to controller in 1986. In 1995, he was named vice-president and was promoted to senior vice-president in 2002.